Mali Greenhouse Gas and Air Pollutant Emissions, 2015-2026

Climate TRACE produced this inventory of greenhouse gas and air pollutant emissions for Mali, covering annual country-level data since 2015. It features monthly source-level estimates for specific assets starting in 2021, including sub-sector classifications and confidence metrics. The data is derived from a global monitoring effort encompassing over 2.7 million emission sources.

Use Cases

• Analyzing annual trends in Mali's greenhouse gas emissions by sub-sector
• Monitoring monthly fluctuations in air pollutant levels from specific industrial or agricultural assets
• Evaluating the confidence of emission estimates for climate policy reporting

Strengths

• Provides monthly granularity for source-level emissions since 2021
• Includes confidence scores for emission estimates
• Covers both greenhouse gases and localized air pollutants

Limitations

• Specific column headers and schema are not defined in the provided metadata
• Ownership data for emission sources is incomplete

Provenance

Source

Climate TRACE

Collection Method

Estimated using satellite imagery and sensor data from over 744 million assets globally

Time Range

2015 - 2026

Freshness

Updated through March 2026 according to source metadata.

Geography

Mali